Description fit.gsvcm test.gsvcm cv.gsvcm
This R package is the implementation program for manuscript entitled "Generalized Spatially Varying Coefficinet Models" by Myungjin Kim and Li Wang. The gsvcm package provides the following functions: fit.gsvcm, test.gsvcm, and cv.gsvcm.
The fit.gsvcm
fits the generalized spatially varying coeffcient models.
The test.gsvcm
implements Generalized Quasi-Likelihood Ratio (GQLR) test using wild bootstrap.
The cv.gsvcm
implements k-fold cross-validation MSPE for generalized spartially varying coefficient regression, and returns the mean squared prediction error (MSPE).
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